Agent skill

Fleet Supervisor

How to start/smoke-test the supervisor process itself, and start, check, and kill fleet-sprints via its HTTP API only (POST /api/sprints on localhost:8787).

Custom licenceAuto-check passedTesting & QA

Install Fleet Supervisor

skills CLI

$ npx skills add Apra-Labs/apra-fleet --skill fleet-supervisor -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install Apra-Labs/apra-fleet fleet-supervisor --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/Apra-Labs/apra-fleet.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor .claude/skills/fleet-supervisor && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "fleet-supervisor" agent skill from https://github.com/Apra-Labs/apra-fleet/tree/main/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor into .claude/skills/fleet-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fleet-supervisor", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/Apra-Labs/apra-fleet/tree/main/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add Apra-Labs/apra-fleet --skill fleet-supervisor -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install Apra-Labs/apra-fleet fleet-supervisor --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Apra-Labs/apra-fleet.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor .agents/skills/fleet-supervisor && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "fleet-supervisor" agent skill from https://github.com/Apra-Labs/apra-fleet/tree/main/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor into .agents/skills/fleet-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fleet-supervisor", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add Apra-Labs/apra-fleet --skill fleet-supervisor -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install Apra-Labs/apra-fleet fleet-supervisor --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Apra-Labs/apra-fleet.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor .cursor/skills/fleet-supervisor && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "fleet-supervisor" agent skill from https://github.com/Apra-Labs/apra-fleet/tree/main/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor into .cursor/skills/fleet-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fleet-supervisor", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/Apra-Labs/apra-fleet.git --path packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add Apra-Labs/apra-fleet --skill fleet-supervisor -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install Apra-Labs/apra-fleet fleet-supervisor --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Apra-Labs/apra-fleet.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor .gemini/skills/fleet-supervisor && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "fleet-supervisor" agent skill from https://github.com/Apra-Labs/apra-fleet/tree/main/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor into .gemini/skills/fleet-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fleet-supervisor", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install Apra-Labs/apra-fleet fleet-supervisor

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add Apra-Labs/apra-fleet --skill fleet-supervisor -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/Apra-Labs/apra-fleet.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor .github/skills/fleet-supervisor && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "fleet-supervisor" agent skill from https://github.com/Apra-Labs/apra-fleet/tree/main/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor into .github/skills/fleet-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fleet-supervisor", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add Apra-Labs/apra-fleet --skill fleet-supervisor -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install Apra-Labs/apra-fleet fleet-supervisor --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/Apra-Labs/apra-fleet.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor .opencode/skills/fleet-supervisor && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "fleet-supervisor" agent skill from https://github.com/Apra-Labs/apra-fleet/tree/main/packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor into .opencode/skills/fleet-supervisor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fleet-supervisor", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: fleet-supervisor
GitHub stars: 101
Token cost: ~3.6k tokens
SKILL.md length: 1,435 words
Files: 1
Skills in repo: 5
Repo updated: Oct 8, 2026
First seen: Oct 7, 2026
Licence: Custom licence

At a glance

How to start/smoke-test the supervisor process itself, and start, check, and kill fleet-sprints via its HTTP API only (POST /api/sprints on localhost:8787).

Works in 5 steps: Start the supervisor (if not already… → Before you launch a sprint → Start a sprint → …
Ever asked to start/launch/check/stop/kill the supervisor
SKILL.md covers 0. Start the supervisor (if…, Stop the supervisor, Restart the supervisor and Auto-start on login/boot, plus 7 more sections
Calls curl, node and git; reaches apple.com

What it does

Fleet Supervisor is an agent skill from Apra-Labs/apra-fleet. How to start/smoke-test the supervisor process itself, and start, check, and kill fleet-sprints via its HTTP API only (POST /api/sprints on localhost:8787). Never call the fleet-sprint CLI directly. Trigger whenever asked to start/launch/check/stop/kill the supervisor or a sprint.

Its SKILL.md is about 3.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Testing & QA, covering REST APIs and QA and bug reports. It works with Model Context Protocol. The repository describes itself as: AI agents that write code, review each other's work, and coordinate across your machines.

When your agent uses it

Ever asked to start/launch/check/stop/kill the supervisor
Tasks that involve REST APIs
Tasks that involve QA and bug reports

Example prompts

“/fleet-supervisor”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

Start the supervisor (if not already running)
Before you launch a sprint
Start a sprint
Check status
Kill a sprint

What it can do on your machine

Read from SKILL.md and the folder at commit 0da994b. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- curl
- node
- git
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
- apple.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Fleet Supervisor loads about 3.6k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 1,435 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~75
When it runs · the whole SKILL.md, loaded when a task matches: ~3.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,435 words (~3,631 tokens).

“Sprints are started, checked, and killed through the supervisor's HTTP API. Default port: 8787. Never invoke apra-fleet workflow fleet-sprint or bin/cli.mjs directly -- always go through this API.”

— opening of SKILL.md by Apra-Labs, Custom licence

name: fleet-supervisor

Outline of SKILL.md

fleet-supervisor (supervisor API)
0. Start the supervisor (if not already running)
Stop the supervisor
Graceful (preferred)
Find the supervisor's PID/port (when the API is unresponsive)
Hard-stop (PID-based kill)
Restart the supervisor
Auto-start on login/boot
Windows
macOS (launchd user LaunchAgent)
Linux (systemd --user unit)
1. Before you launch a sprint
2. Start a sprint
3. Check status
4. Kill a sprint
Relaunch gate
Common launch-time crashes
Member layout: isolate deploy/test roles from dev roles

Read the full SKILL.md on GitHub

Files

Just SKILL.md in packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor of Apra-Labs/apra-fleet.

Open the folder on GitHubat commit 0da994b

Compare with similar skills

Fleet Supervisor next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Fleet Supervisor compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Fleet Supervisor this skillApra-Labs/apra-fleet	101	—	~3.6k	Automated safety check: Pass	Custom licence	today
Testing Mwaa Workflowaws/agent-toolkit-for-aws	2.8k	—	~3.8k	Automated safety check: Pass	Apache-2.0	today
Agentacct Workflowmikehasa/agentacct	766	—	~1.6k	Automated safety check: Pass	MIT	5 days ago
ROSClaw SimForge Validatorros-claw/rosclaw	218	—	~2.5k	Automated safety check: Pass	MIT	today
Hands On Testktnyt/cclsp	675	—	~1.7k	Automated safety check: Pass	MIT	7 mo ago
Diff-Driven Smoke TestsSkyvern-AI/skyvern	23k	—	~5.2k	Automated safety check: Pass	AGPL-3.0	today

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Questions about Fleet Supervisor

What does Fleet Supervisor do?

How to start/smoke-test the supervisor process itself, and start, check, and kill fleet-sprints via its HTTP API only (POST /api/sprints on localhost:8787). Fleet Supervisor is an agent skill from Apra-Labs/apra-fleet. How to start/smoke-test the supervisor process itself, and start, check, and kill fleet-sprints via its HTTP API only (POST /api/sprints on localhost:8787).

When should I use Fleet Supervisor?

Fleet Supervisor fits situations like: ever asked to start/launch/check/stop/kill the supervisor; tasks that involve REST APIs; tasks that involve QA and bug reports.

How do I install Fleet Supervisor in Claude Code?

Run `npx skills add Apra-Labs/apra-fleet --skill fleet-supervisor -a claude-code`. Or copy the skill folder (packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor in Apra-Labs/apra-fleet) into .claude/skills/fleet-supervisor in your project. Claude Code loads it when a task matches its description.

How do I install Fleet Supervisor in Codex?

Run `npx skills add Apra-Labs/apra-fleet --skill fleet-supervisor -a codex`. Or copy the skill folder (packages/apra-fleet-se/fleet-sprint/skills/fleet-supervisor in Apra-Labs/apra-fleet) into .agents/skills/fleet-supervisor in your project. Codex loads it when a task matches its description.

Can I use Fleet Supervisor in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Apra-Labs/apra-fleet --skill fleet-supervisor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fleet-supervisor, .gemini/skills/fleet-supervisor, .github/skills/fleet-supervisor and .opencode/skills/fleet-supervisor in your project.

What does Fleet Supervisor need to run?

Going by SKILL.md and its folder, Fleet Supervisor needs the command-line tools its instructions call (curl, node and git).

Does Fleet Supervisor access the network?

SKILL.md names 1 domain. In commands or code: apple.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Fleet Supervisor safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Fleet Supervisor use?

Fleet Supervisor has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Fleet Supervisor use?

About 3.6k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Fleet Supervisor?

Skills that share tags, products or a category with Fleet Supervisor: Testing Mwaa Workflow (aws/agent-toolkit-for-aws, 2.8k stars), Agentacct Workflow (mikehasa/agentacct, 766 stars), ROSClaw SimForge Validator (ros-claw/rosclaw, 218 stars) and Hands On Test (ktnyt/cclsp, 675 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Fleet Supervisor?

Apra-Labs (a GitHub organization) maintains it in Apra-Labs/apra-fleet, which has 101 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 8, 2026.

Source: Apra-Labs/apra-fleet on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Fleet Supervisor

Install Fleet Supervisor

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Compare with similar skills

Similar skills

Testing Mwaa Workflow

Agentacct Workflow

ROSClaw SimForge Validator

Hands On Test

Diff-Driven Smoke Tests

Glance Test

More from Apra-Labs/apra-fleet

Auto Sprint Args

Fleet Sprint CLI

Pm

Fleet

Questions about Fleet Supervisor

Install Fleet Supervisor

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Files

Compare with similar skills

Similar skills

More from Apra-Labs/apra-fleet

Related

Questions about Fleet Supervisor